deliverable number: d8.10 work package: wp8 a coding model ... · (2015-19). work package 8 (wp8)...
TRANSCRIPT
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 654221.
Deliverable Number: D8.10
Deliverable Title: Database of industries + explanatory note
Work Package: WP8 – A coding model for socio-economic questions
Deliverable type: Other
Dissemination status: Public
Submitted by: University of Amsterdam/AIAS (UvA)
Authors: Kea Tijdens
Date Submitted: December 2016
www.seriss.eu @SERISS_EU
SERISS (Synergies for Europe’s Research Infrastructures in the Social Sciences) aims to
exploit synergies, foster collaboration and develop shared standards between Europe’s
social science infrastructures in order to better equip these infrastructures to play a major
role in addressing Europe’s grand societal challenges and ensure that European
policymaking is built on a solid base of the highest-quality socio-economic evidence.
The four year project (2015-19) is a collaboration between the three leading European
Research Infrastructures in the social sciences – the European Social Survey (ESS ERIC),
the Survey for Health Aging and Retirement in Europe (SHARE ERIC) and the Consortium of
European Social Science Data Archives (CESSDA AS) – and organisations representing the
Generations and Gender Programme (GGP), European Values Study (EVS) and the
WageIndicator Survey.
Work focuses on three key areas: Addressing key challenges for cross-national data
collection, breaking down barriers between social science infrastructures and embracing the
future of the social sciences.
Please cite this deliverable as: Tijdens, K.G. (2016) Database of industries and explanatory
note. Deliverable 8.10 of the SERISS project funded under the European Union’s Horizon
2020 research and innovation programme GA No: 654221. Available at:
www.seriss.eu/resources/deliverables
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Table of content
Executive summary ............................................................................................................ 4
1. Introducing SERISS ..................................................................................................... 5
2. Introducing the industry_API ...................................................................................... 5
The industry survey question .............................................................................................................. 5
The WageIndicator industry survey database..................................................................................... 6
3. The API-database of industries (accompanying database) ...................................... 8
The codeset ........................................................................................................................................ 8
The structure ....................................................................................................................................... 8
The Industry survey question .............................................................................................................. 9
Mapping NACE2.0>API ...................................................................................................................... 9
Mapping API>NACE2 3-4 dgt>ISIC4 .................................................................................................. 9
Mapping API>NACE2.0 2 dgt ............................................................................................................. 9
Mapping NACE2.0 2>1dgt .................................................................................................................. 9
Mapping NACE2>ISIC4 ...................................................................................................................... 9
ISIC Rev4 labels ................................................................................................................................. 9
4. How survey holders can use the industry_API .......................................................... 9
5. References ................................................................................................................. 10
Appendix ........................................................................................................................... 11
Countries, locales and industry survey questions ............................................................................. 11
Search tree industry_API .................................................................................................................. 14
List of tables
Figure 1 Screenshot of the search tree for industry in the WageIndicator Salary Survey ... 7 Figure 2 Screenshot autosuggest box for industry in the WageIndicator Salary Survey .... 7
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Executive summary Many questionnaires have a question “Please write the main business activity of the organisation where you work”. The answer is commonly asked as an open text field, challenging the survey holder to code the response into an industry classification. Alternatively, in web surveys respondents can self-identify their industry from a database.
This paper builds on previous work of the author for the industry question in the WageIndicator web survey (since 2001). For this survey a database and a search tree was developed, all coded according to the European Community NACE Statistical Classification of Economic Activities, commonly referred to as NACE Rev. 2.0. WageIndicator did not aim for a question with a short aggregated list, because of the related aggregation bias whereby respondents may classify their detailed industry into different aggregated categories. Therefore, a database of industry names and a two-level search tree was developed, offering 300 industry categories to the survey respondents. The database has English and national industry names. The national labels are shown to the survey respondent.
For deliverable D8.10 “Database of industries + explanatory note” the WageIndicator database was extended to 47 languages, suitable for use in 99 countries. The deliverable’s accompanying database (Industry_API_for_SERISS_2016) consists of the industry codes, the English master label and the national labels for all 99 countries and 47 languages. Note that the codes correspond fully to the 3 or 4 digit codes of NACE2.0. For any database current Internet technologies allow for an API (Application Programming Interface) which means that the database can also be used offline, for example in tablets. From February 2017 the industry database is available at http://surveycodings.org/.
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Introducing SERISS Synergies for Europe's Research Infrastructures in the Social Sciences (SERISS) is a four-year project that aims to strengthen and harmonise social science research across Europe (2015-19). Work Package 8 (WP8) of SERISS aims to provide cross-country harmonised, fast, high-quality and cost-effective coding of open ended questions on respondents’ occupations, industries and education into international standardized classification systems, and to develop a tool to collect standardized social network information. Occupation, industry, employment status, educational attainment and field of education are core variables in many socio- economic and health surveys. Moreover, the size and intensity of social networks are key variables in social surveys. However, their measurement, especially in a cross-cultural, cross-national and longitudinal context, is cumbersome, not sufficiently standardized and often expensive. This work package takes recent scientific and technological developments as an opportunity to improve this situation in order to improve survey measurement quality and provide cost-effective solutions to Research Infrastructures (SERISS Annex 1, European Commission, 2015).
Building on the current technology and the partners’ experiences, WP 8 develops a cross-country harmonised, fast, high-quality and cost-effective coding module for the core variables. The module uses a large multi-lingual dictionary with tens of thousands of entries about job titles, industry names, fields of education and training, and employment status categories. Additionally, the module will include country-specific, structured lists of educational qualifications. The module will provide up-to-date codes to classify the variables, using international standardized classification systems. It will facilitate surveys in the ESS, GGP, SHARE and WageIndicator countries and their associated networks to serve infrastructures reaching out to a global audience, including the most spoken languages outside the EU28 area, notably Russian, Mandarin, Arabic, Hindi and Bahasa. Note that WP 8 covers in total 47 languages servicing 99 countries. For the choice of countries and languages, see Deliverable D8.14 (Tijdens, 2016).
This report concerns deliverable D8.10 of SERISS and its Task 8.4: “Compile the API-database of industries”. The responsible partner is the University of Amsterdam (UvA). To ensure quality measurement of the industry variable, a multilingual database of industries has been developed by extending WageIndicator’s industry database for 80 countries to 99 countries, including coding schemes into NACE-2.0 and ISIC-rev4.
Introducing the industry_API
The industry survey question Many questionnaires have a question “Please write the main business activity of the organisation where you work” (see for all translations the sheet with similar name in database). The answer is commonly either an open text field or a short aggregated list. Usually, when asking the business activity survey holders aim to code the response into an industry classification. The International Standard Industrial Classification of All Economic Activities (ISIC) is a United Nations industry classification system. Its latest version is Revision 4 - published by the United Nations in 2008.1 In the European Community the NACE Statistical Classification of Economic Activities is used, commonly referred to as NACE.2 In 2008, NACE was thoroughly revised, changing versions from NACE1.2 into
1 International Standard Industrial Classification of All Economic Activities (ISIC) Revision 4, United Nations,
New York, 2008 2 Abbreviation based on the French term "nomenclature statistique des activités économiques dans la
Communauté européenne"
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NACE Rev. 2.0.3 The United Nations provide a correspondence table between ISIC Rev.4 and NACE Rev.2.4
NACE Rev. 2.0 uses four hierarchical levels:5 Level 1: 21 sections identified by alphabetical letters A to U; Level 2: 88 divisions identified by two-digit numerical codes (2-digits: 01 to 99); Level 3: 272 groups identified by three-digit numerical codes (3-digits: 01.1 to 99.0); Level 4: 615 classes identified by four-digit numerical codes (4-digits: 01.11 to 99.00). The relevant sheets in the accompanying database (Industry_API_for_SERISS_2016) contain several mapping tables to higher aggregation levels of NACE as well as from NACE to ISIC (See Section 3).
The WageIndicator industry survey database From its start in 2001, the continuous online WageIndicator Salary Survey didn’t aim for recoding open answers because of the workload associated with the large number of survey respondents. This was aggravated with a growing number of countries participating in the survey. WageIndicator also did not aim for a question with a short aggregated list, because of the related aggregation bias whereby respondents may classify their detailed industry into different aggregated categories. Therefore, a database of industry names and a two-level search tree was developed, offering 300 industry categories to the survey respondents. The database was initially developed as part of an FP6 project WOLIWEB (Tijdens 2005).
Following the 2008 NACE revision, the WageIndicator industry database and its related search tree was thoroughly revised to facilitate coding into the NACE Rev. 2 (Eurostat 2008).6 In 2009 the revised industry database was implemented in the Salary Survey. A two-level search tree was designed, including all 4-digit NACE2.0 codes, except for the manufacturing industry, where the 3-digit NACE codes are used. The latter was done for two reasons. First, NACE details the manufacturing industry to a much larger extent than other branches of industry. Second, due to mergers and new technologies, some detailed 4-digit industries do not exist anymore as separate enterprises, making the 3-digit a better approximation of reality. In the search tree, a few branches of industry are detailed to a larger extent than is the case in NACE level 4, such as the municipalities and the activities of private households. Each lower level NACE code can be mapped into a higher level code (for details about the WageIndicator web survey see Tijdens et al, 2010).
The WageIndicator industry database facilitates the measurement of 319 entries, all coded either at NACE-rev2.0 industries 3- or 4-digit level. The database covers all 3-digit NACE codes and most 4-digit NACE codes (see relevant sheets in the accompanying database Industry_API_for_SERISS_2016). The database allows aggregation into: NACE-rev2.0 industries 2 digit NACE-rev2.0 industries 1 digit NACE-rev2.0 industries four groups (1) agriculture, manufacturing, construction, (2) trade,
transport, hospitality, (3) commercial services, (4) public sector, health care, education. Current Internet technologies allow a database with a few hundred entries to be searched in two ways, firstly by an alphabetic drop box or a search tree and secondly by an autosuggest box. The choice between a drop box and a search tree was made in favour of the latter, because alphabetic search for industry entry was not a viable option. The two level search tree has 19 first level and 319 second level entries. Figure 1 shows the search tree in the WageIndicator survey and Figure 2 shows the autosuggest box.
3 See http://europa.eu.int/comm/eurostat/ramon/ , accessed 1/8/2016 4 See http://unstats.un.org/unsd/cr/registry/regso.asp?Ci=70 , accessed 1/8/2016 5 See
http://ec.europa.eu/eurostat/ramon/nomenclatures/index.cfm?TargetUrl=DSP_GEN_DESC_VIEW_NOHDR&StrNom=NACE_REV2&StrLanguageCode=EN , accessed 1/8/2016
6 The variable in the WageIndicator dataset is called NACE2004
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By 2015 the WageIndicator Salary Survey was posted in more than 80 countries and its industry database had been translated into approximately 35 languages. Translations had been copied from the website of Eurostat. For other languages the industries were either copied from NACE classifications posted by National Statistical Offices or were translated by national experts.
Figure 1 Screenshot of the search tree for industry in the WageIndicator Salary Survey
Source: WageIndicator Salary Survey, UK version, http://wageindicator.co.uk/main/pay/salarysurvey , accessed
1/8/2016
Figure 2 Screenshot autosuggest box for industry in the WageIndicator Salary Survey
Source: WageIndicator Salary Survey UK, http://wageindicator.co.uk/main/pay/salarysurvey, accessed 1/8/2016
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The API-database of industries (accompanying database) This report is accompanied by the latest version of the Industry_API_for_SERISS_2016 database which can be used in survey in 99 countries and 47 languages for respondents to identify the industry in which they work:
This Industry_API_for_SERISS_2016 database, which is from February 2017 available at the website http://surveycodings.org/, holds nine sheets. These sheets will be explained in the remainder of this report: codeset API structure API Industry survey question Mapping NACE2.0>API Mapping API>NACE2 3-4 dgt>ISIC4 Mapping API>NACE2.0 2 dgt Maping NACE2.0 2>1dgt Mapping NACE2>ISIC4 ISIC Rev4 labels
The codeset For any database current Internet technologies allow for an API (Application Programming Interface). An API allows any user to use the database and access it, for example, via a web survey interface or for offline use. The industry_API consists of two sheets, the codeset and the structure. The codeset sheet (see sheet “codeset API” in the database Industry_API_for_SERISS_2016) contains the industry codes, the MASTER label (English label used in dataset) and national labels for all 99 countries and 47 languages. Note that the codes correspond fully to the NACE2.0 3 or 4 digit codes. The national labels are shown to the respondent. In Table 1 an example of the codeset is shown, notably the MASTER label and the translations in Amharic and Arabic.
Table 1 Example of the codeset sheet of Industry_API_for_SERISS_2016 (partial screenshot) NACE MASTER LABEL am_ET ar_EG 110 Growing of crops, market gardening,
horticulture ሰብሎች፡የገበያ ጋርደኒግ፡ አትክለትና
ፍራፍሬዎች ማሳደግ رعية والبساتين الزا المحاصيل
120 Growing of fruit, nuts, beverage and spice crops
ፍራፍሬ፣ ለውዝ፣ መጠጥና የቅመም
ሰብሎችን ማምረት سات الاهكة والمكر ارزعة ف
130 Plant propagation የተክል ማርባት ناتات الب اكثار 140 Farming of animals የእንስሳት እርሻ ويحالنات ا بة تي ر150 Mixed farming ድብልቅ እርሻ طلة المخت رزالعة ا160 Support activities to agriculture and
post-harvest crop activities ለግብርና ድህረ ሰብል ስብሰባ ሥራዎች
ድጋፍ ي المحاصل بة رعة وتعئ الزا طش دعم أنة
170 Hunting, trapping and related service activities
የአደን፣ የማጥመድና ተያያዥ አገልግሉት
ሥራዎች ل به ي وام يتعق صالد
200 Forestry and logging ደን ልማትና ጣውላ ምርት طحيب وت غبات ال الا240 Support services to forestry የደን ልማትና ድጋፍ አገልግሎቶች لغابات دخامت دالعم ل
The structure The structure sheet (see sheet “structure API” in Industry_API_for_SERISS_2016) specifies the search tree and which code is first or second level, and how shall they appear (Table 2). In the example a partial screenshot of the structure is shown. The full search tree is also included in the Appendix of this report.
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Table 1 Example of the structure sheet of Industry_API_for_SERISS_2016 (partial screenshot): Level 1 Level 2
-100 140
-100 320
-100 310
-100 200
-100 110
-100 120
-100 170
The Industry survey question This sheet contains the translations for the 99 countries with their 47 languages of the survey question: “What is the main activity of the company or organisation where you work?” (the translated survey questions are also included in the Appendix of this report).
Mapping NACE2.0>API This sheet holds the mapping from all NACE2.0 1-4 digit codes into the codes used in the industry_API. It shows that the 4 digit NACE2.0 codes in manufacturing all map to the same industry_API code, as explained in the previous section.
Mapping API>NACE2 3-4 dgt>ISIC4 This sheets holds the mapping of all industry_API codes into either NACE2.0 4 digit or NACE 3 digit. It maps these codes into ISICRev4 classification.
Mapping API>NACE2.0 2 dgt This sheets holds the mapping of the industry_API codes into the NACE2.0 2 digit codes.
Mapping NACE2.0 2>1dgt This sheets holds the mapping of the NACE2.0 2 digit code into the NACE2.0 1 digit codes.
Mapping NACE2>ISIC4 This sheets holds the mapping of the NACE2.0 1-4 digit codes into the most detailed ISICRev4 codes, thereby indicated partial mappings from NACE to ISIC. This sheet was downloaded from http://unstats.un.org/unsd/cr/registry/regdnld.asp?Lg=1 , accessed 31AUG2016.
ISIC Rev4 labels This sheets holds the labels of the ISICRev4 codes. This sheet was downloaded from http://unstats.un.org/unsd/cr/registry/regdnld.asp?Lg=1 , accessed 31AUG2016.
How survey holders can use the industry_API Survey holders can use the Industry_API_for_SERISS_2016 and the related survey question discussed above to generate the NACE-2.0 classification in their survey. This use is for free until the end of the SERISS project, but they remain available after the project. From February 2017, the questions are available at the website http://surveycodings.org/. The page about the industry classifications provides information for the following topics: a) Background and concepts; b) Classification; c) Survey questions; d) Demo; e) Live search; f) Downloads.
The survey questions and coding tools are currently presented in Web-mode only. Demonstrations of the tools in other modes such as CAPI are expected to be delivered later in this project.
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References EUROSTAT (2008) NACE Rev. 2 Statistical classification of economic activities in the European Community. Luxembourg: Office for Official Publications of the European Communities, ISBN 978-92-79-04741-1
European Commission, Directorate-General For Research & Innovation, Research infrastructure (2015) ANNEX 1 (part A) Research and Innovation action NUMBER — 654221 — SERISS, Brussels
Tijdens, K.G. (2005) Measuring industries and occupations in the WageIndicator questionnaire, WOLIWEB working paper D17b
Tijdens, K.G., Van Zijl, S., Hughie-Williams, M., Van Klaveren, M., Steinmetz, S. (2010) Codebook and explanatory note on the WageIndicator dataset, a worldwide, continuous, multilingual web-survey on work and wages with paper supplements, University of Amsterdam, AIAS Working Paper 10-102, http://www.uva-aias.net/publications/show/1400
Tijdens, K.G. (2016) Survey Q&A + explanatory note. Deliverable D8.14 of the SERISS project funded under the European Union’s Horizon 2020 research and innovation programme GA No: 654221. Available at: www.seriss.eu/resources/deliverables .
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Appendix
Countries, locales and industry survey questions CODE COUNTRY LOCALE LANGUAGE What is the main activity of the organization where you work?
8 Albania sq_AL Albanian Cili është aktiviteti kryesor i organizatës ku punoni?
24 Angola pt_AO Portuguese Qual é a principal actividade da empresa ou organização onde trabalha ?
32 Argentina es_AR Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
36 Australia en_AU English What is the main activity of the company or organisation where you work ?
40 Austria de_AT German Was ist das Hauptgeschäftsfeld/Haupttätigkeitsfeld der Firma/ Organisation, in der Sie arbeiten?
112 Belarus ru_BY Russian К какой отрасли относится компания, в которой вы работаете?
56 Belgium nl_BE Dutch In welke sector werk je?
204 Benin fr_BJ French Quelle est la principale activité de l'entreprise dans laquelle vous travaillez actuellement?
68 Bolivia es_BO Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
70 Bosnia and Herzegovina
hr_BA Croatian Koja je glavna djelatnost poduzeća ili organizacije u kojoj radite?
76 Brazil pt_BR Portuguese Qual é a principal actividade da empresa ou organização onde trabalha ?
100 Bulgaria bg_BG Bulgarian Каква е основната дейност на организацията, в която работите?
108 Burundi sw_BI Swahili Je, ni shughuli gani kuu la shirika ulilokuwa ukifanya kazi?
116 Cambodia km_KH Khmer េ េ ើអវ ជាសកមមភាពអាជវកមមចបងរបសអនក?
120 Cameroon fr_CM French Quelle est la principale activité de l'entreprise dans laquelle vous travaillez actuellement?
124 Canada en_CA English What is the main activity of the company or organisation where you work ?
152 Chile es_CL Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
156 China zh_CN Mandarin 您目前的工作单位的主要业务是什么?
170 Colombia es_CO Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
188 Costa Rica es_CR Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
191 Croatia hr_HR Croatian Koja je glavna djelatnost poduzeća ili organizacije u kojoj radite?
196 Cyprus el_CY Greek Ποια είναι η κύρια δραστηριότητα της επιχείρησης/οργανισμού στην/oν οποία/ο εργάζεστε;
203 Czech Republic
cs_CZ Czech Jaká je hlavní činnost firmy nebo organizace, ve které pracujete?
208 Denmark da_DK Danish Hvad er hovedaktiviteten i den virksomhed eller organisation, hvor De arbejder?
818 Egypt ar_EG Arabic ما هو النشاط التجاري الرئيسي للمؤسسة التي تعمل بها؟
233 Estonia et_EE Estonian Mis on ettevõtte või asutuse, kus Te töötate, põhitegevus?
231 Ethiopia am_ET Amharic ትሰራበት የነበረው መ/ቤት ዋነኛ ስራው ምንድን ነበር?
246 Finland fi_FI Finnish Mikä on yrityksen tai yhteisön, jossa nyt työskentelet, päätoimiala?
250 France fr_FR French Quelle est la principale activité de l'entreprise dans laquelle vous travaillez actuellement?
276 Germany de_DE German Was ist das Hauptgeschäftsfeld/Haupttätigkeitsfeld der Firma/ Organisation, in der Sie arbeiten?
288 Ghana en_GH English What is the main activity of the company or organisation where you work ?
300 Greece el_GR Greek Ποια είναι η κύρια δραστηριότητα της επιχείρησης/οργανισμού στην/oν οποία/ο εργάζεστε;
320 Guatemala es_GT Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
324 Guinea fr_GN French Quelle est la principale activité de l'entreprise dans laquelle vous travaillez actuellement?
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CODE COUNTRY LOCALE LANGUAGE What is the main activity of the organization where you work?
340 Honduras es_HN Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
348 Hungary hu_HU Hungarian Mi a fő tevékenysége annak a vállalatnak vagy szervezetnek, ahol dolgozik?
352 Iceland is_IS Icelandic Hver er aðalstarfsemi þíns vinnuveitanda?
356 India hi_IN Hindi आपकी मखय वयवसाय गतितवति कया ह?
360 Indonesia in_ID Bahasa Apakah kegiatan usaha paling utama dari tempat Anda bekerja?
364 Iran fa_IR Farsi (Persian)
کنيد چيست؟فعاليت اصلی سازمانی که در آن کار می
372 Ireland en_IE English What is the main activity of the company or organisation where you work ?
376 Israel he_IL Hebrew ת?\ה עובד\העיקרית של הארגון בו אתהפעילות מהי
380 Italy it_IT Italian Qual è l’attività principale dell’azienda o dell’organizzazione in cui lavori?
392 Japan ja_JP Japanese あなたが勤めている職場の主な仕事は何ですか。
398 Kazakhstan kk_KZ Kazakh Жұмыс істейтін ұйымыңыздың негізгі кәсібі не?
404 Kenya en_KE English What is the main activity of the company or organisation where you work ?
985 Kosovo sq_KO Albanian Cili është aktiviteti kryesor i organizatës ku punoni?
428 Latvia lv_LV Latvian Kāds ir tā uzņēmuma vai organizācijas, kurā jūs strādājat, galvenais darbības veids?
440 Lithuania lt_LT Lithuanian Kokia yra pagrindinė kompanijos ar organizacijos, kurioje jūs dirbate, veiklos rūšis?
442 Luxembourg de_LU German Was ist das Hauptgeschäftsfeld/Haupttätigkeitsfeld der Firma/ Organisation, in der Sie arbeiten?
807 Macedonia sq_MK Albanian Cili është aktiviteti kryesor i organizatës ku punoni?
450 Madagascar fr_MG French Quelle est la principale activité de l'entreprise dans laquelle vous travaillez actuellement?
454 Malawi en_MW English What is the main activity of the company or organisation where you work ?
458 Malaysia ms_MY Malay (bahasa melayu)
Apakah aktiviti utama tempat anda bekerja?
470 Malta en_MT English What is the main activity of the company or organisation where you work ?
484 Mexico es_MX Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
498 Moldova ro_MD Romanian Care este obiectul principal de activitate al organizaţiei unde lucraţi?
499 Montenegro sr_ME Serbian Koja je glavna delatnost organizacije u kojoj radite?
504 Morocco ar_MA Arabic ما هو النشاط التجاري الرئيسي للمؤسسة التي تعمل بها؟
508 Mozambique pt_MZ Portuguese Qual é a principal actividade da empresa ou organização onde trabalha ?
528 Netherlands nl_NL Dutch In welke sector werk je?
554 New Zealand
en_NZ English What is the main activity of the company or organisation where you work ?
566 Nigeria en_NG English What is the main activity of the company or organisation where you work ?
578 Norway nO_NO Norwegian Hva er hovedaktiviteten til organisasjonen der du jobber?
586 Pakistan ur_PK Urdu اپکی مرکزی کاروباری سرگرمی کيا ہے؟
600 Paraguay es_PY Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
604 Peru es_PE Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
608 Philippines tl_PH Tagalog (Filipino)
Ano ang pangunahing gawain ng organisasyon kung saan ka nagtatrabaho?
616 Poland pl_PL Polish Na czym polega główna działalność firmy lub organizacji, w której pracujesz?
620 Portugal pt_PT Portuguese Qual é a principal actividade da empresa ou organização onde trabalha ?
642 Romania ro_RO Romanian Care este obiectul principal de activitate al organizaţiei unde lucraţi?
643 Russian Federation
ru_RU Russian К какой отрасли относится компания, в которой вы работаете?
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CODE COUNTRY LOCALE LANGUAGE What is the main activity of the organization where you work?
646 Rwanda fr_RW French Quelle est la principale activité de l'entreprise dans laquelle vous travaillez actuellement?
686 Senegal fr_SN French Quelle est la principale activité de l'entreprise dans laquelle vous travaillez actuellement?
688 Serbia sr_RS Serbian Koja je glavna delatnost organizacije u kojoj radite?
702 Singapore zh_SG Mandarin 您目前的工作单位的主要业务是什么?
703 Slovak Republic
sk_SK Slovak Aká je hlavná činnosť firmy alebo organizácie, v ktorej pracujete?
705 Slovenia sl_SI Slovenian Kaj je glavna dejavnost organizacije, v kateri delate?
710 South Africa en_ZA English What is the main activity of the company or organisation where you work ?
410 South Korea ko_KR Korean 귀하가 근무하는 사업체의 주요 업종은 무엇입니까?
724 Spain es_ES Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
740 Suriname nl_SR Dutch In welke sector werk je?
752 Sweden sv_SE Swedish Vad är den huvudsakliga verksamheten vid det företag/organisation/myndighet där du arbetar?
756 Switzerland de_CH German Was ist das Hauptgeschäftsfeld/Haupttätigkeitsfeld der Firma/ Organisation, in der Sie arbeiten?
834 Tanzania sw_TZ Swahili Je, ni shughuli gani kuu la shirika ulilokuwa ukifanya kazi?
764 Thailand th_TH Thai กจกรรมหลกขององคกรทคณท ำงำนคออะไร?
768 Togo fr_TG French Quelle est la principale activité de l'entreprise dans laquelle vous travaillez actuellement?
788 Tunisia ar_TN Arabic النشاط التجاري الرئيسي للمؤسسة التي تعمل بها؟ما هو
792 Turkey tr_TR Turkish Çalıştığınız şirket ya da organizasyonun başlıca çalışma ve faaliyet alanı nedir?
800 Uganda en_UG English What is the main activity of the company or organisation where you work ?
804 Ukraine uk_UA Ukrainian До якої сфери відносилась компанія, в якій ви працювали?
826 United Kingdom
en_GB English What is the main activity of the company or organisation where you work ?
840 United States of America
en_US English What is the main activity of the company or organisation where you work ?
858 Uruguay es_UY Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
860 Uzbekistan uz_UZ Uzbek Siz ishlaydigan tashkilotning asosiy ish faoliyati nimadan iborat?
862 Venezuela es_VE Spanish ¿Cuál es la principal actividad de la empresa/organización en la que trabajas?
704 Viet Nam vi_VN Vietnamese Các hoạt động chính của tổ chức nơi bạn đang làm việc là gì?
894 Zambia en_ZM English What is the main activity of the company or organisation where you work ?
716 Zimbabwe en_ZW English What is the main activity of the company or organisation where you work ?
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-100 Agriculture, forestry, fishing
110 Growing of crops, market gardening, horticulture
120 Growing of fruit, nuts, beverage and spice crops
130 Plant propagation
140 Farming of animals
150 Mixed farming
160 Support activities to agriculture and post-harvest crop activities
170 Hunting, trapping and related service activities
200 Forestry and logging
240 Support services to forestry
310 Fishing
320 Fish farming and fish related services
7500 Veterinary activities
8130 Landscape service activities
-600 Construction, technical consultancy
4110 Development of building projects
4120 Construction of residential and non-residential buildings
4211 Construction of roads and motorways
4212 Construction of railways and underground railways
4213 Construction of bridges and tunnels
4221 Construction of utility projects for fluids
4222 Construction of utility projects for electricity and telecommunications
4291 Construction of water projects
4310 Demolition and site preparation
4313 Test drilling and boring
4321 Electrical installation
4322 Plumbing, heat and air conditioning installation
4329 Insulation work activities
4331 Plastering
4332 Joinery installation
4333 Floor and wall covering
4334 Painting and glazing
4391 Roofing activities
7111 Architectural activities
7112 Engineering activities and related technical consultancy
7120 Technical testing and analysis
-1300 Education, research
7211 Research and experimental development on biotechnology
7219 Other research and experimental development on natural sciences and engineering
7220 Research and experimental development on social sciences and humanities
8510 Pre-primary education
8520 Primary education
8531 General secondary education
8532 Technical and vocational secondary education
8541 Post-secondary non-tertiary education
8542 Tertiary education
8551 Sports and recreation education
8552 Cultural education
8553 Driving school activities
8559 Other activities of education and technical consultancy
8560 Educational support activities
-9200 Entertainment, culture, sports
9001 Performing arts
9002 Support activities to performing arts
9003 Artistic creation
9004 Operation of arts facilities
9101 Library and archives activities
9102 Museums activities
9103 Operation of historical sites and buildings and similar visitor attractions
9104 Botanical and zoological gardens and nature reserves activities
9200 Gambling and betting activities
7 The green colour indicates the first level of the search tree, the cells whithout colours indicate the second
level.
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9311 Operation of sports facilities
9312 Activities of sport clubs
9313 Fitness facilities
9319 Other sports activities
9321 Activities of amusement parks and theme parks
9329 Other amusement and recreation activities
-300 Extraction, mining, quarrying
510 Mining of hard coal
520 Mining of lignite
610 Extraction of crude petroleum
620 Extraction of natural gas
710 Mining of iron ores
721 Mining of uranium and thorium ores
729 Mining of other non-ferrous metal ores
811 Quarrying of ornamental and building stone, limestone, gypsum, chalk and slate
812 Quarrying of sand and clay
891 Mining of chemical and fertiliser minerals
892 Extraction of peat
893 Extraction of salt
899 Other mining and quarrying
910 Support activities for petroleum and natural gas extraction
990 Support activities for other mining and quarrying
-1000 Financial services, banking, insurance
6411 Central banking
6419 Banking
6420 Activities of holding companies
6430 Trusts, funds and similar financial entities
6491 Financial leasing
6492 Other credit granting
6499 Other financial service activities, except insurance and pension funding
6511 Life insurance
6512 Non-life insurance
6520 Reinsurance
6530 Pension funding
6611 Administration of financial markets
6612 Security and commodity contracts brokerage
6619 Other activities auxiliary to financial services, except insurance and pension funding
6621 Risk and damage evaluation
6622 Activities of insurance agents and brokers
6630 Fund management activities
6920 Accounting, bookkeeping and auditing activities; tax consultancy
7830 Payroll/business services
-1400 Healthcare, caring services, social work, personal services
8610 Hospital activities
8621 General medical practice activities
8622 Specialist medical practice activities
8623 Dental practice activities
8710 Residential nursing care activities
8720 Residential care activities for mental health and substance abuse
8730 Residential care activities for the elderly and disabled
8810 Home care for elderly and disabled
8891 Child day-care activities
97002 Child care staff employed by private households
8899 Social work, counselling, welfare, refugee, community and similar services (without accomodation)
9601 Washing and (dry-)cleaning of textile and fur products
9602 Hairdressing and other beauty treatment
9603 Funeral and related activities
9604 Physical well-being activities
9609 Other activities of personal services
-800 Hospitality, catering, tourism
5510 Hotels and similar accommodation
5520 Holiday and other short-stay accommodation
5530 Camping grounds, recreational vehicle parks and trailer parks
5590 Other accommodation
5610 Restaurants and mobile food service activities
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5621 Event catering activities
5629 Other food service activities
5630 Beverage serving activities
7911 Travel agency activities
7912 Tour operator activities
-7200 ICT services
5821 Publishing of computer games
5829 Publishing of software
6201 Computer programming activities
6202 Computer consultancy activities
6203 Computer facilities management activities
6209 Other information technology and computer service activities
6311 Data processing, hosting and related activities
6312 Web portals
9510 Repair of computers and communication equipment
-7400 Legal and market consultancy, business activities
2401 Auction
6910 Legal activities
7010 Activities of head offices
7022 Business and management consultancy activities
7311 Advertising agencies
73111 Marketing consultancy
7320 Market research and public opinion polling
7410 Specialised design activities
7430 Translation and interpretation activities
7490 Other professional, scientific and technical activities
7740 Leasing of intellectual property and similar products, except copyrighted works
7810 Activities of employment placement agencies
7820 Temporary employment agency activities
8211 Combined office administrative service activities
8230 Organisation of conventions and trade shows
8291 Activities of collection agencies and credit bureaus
-400 Manufacturing
1000 Manufacture of food products
1100 Manufacture of beverages
1200 Manufacture of tobacco products
1300 Manufacture of textiles
1400 Manufacture of wearing apparel
1500 Manufacture of leather and related products
1600 Manufacture of wood and of products of wood and cork, except furniture; manufacture of articles of straw and plaiting materials
1700 Manufacture of paper and paper products
1900 Manufacture of coke and refined petroleum products
2000 Manufacture of chemicals and chemical products
2100 Manufacture of basic pharmaceutical products and pharmaceutical preparations
2200 Manufacture of rubber and plastic products
2300 Manufacture of bricks, tiles, glass, ceramic goods, and alike
2350 Manufacture of cement, lime and plaster
2400 Manufacture of basic metals
2500 Manufacture of fabricated metal products, except machinery and equipment
2600 Manufacture of computer, electronic and optical products
2700 Manufacture of electrical equipment
2800 Manufacture of machinery and equipment
2900 Manufacture of motor vehicles, trailers and semi-trailers
3000 Manufacture of water, air and railway transport equipment as well as of bicycles and motorcycles
3100 Manufacture of furniture
3200 Manufacture of medical, precision and optical instruments, watches and clocks
3299 Other activities from manufacturing
3300 Repair and installation of machinery and equipment
-1200 Public administration, police, interest groups
8411 Public administration
84111 Municipalities
84112 Regional administration
8412 Regulation of the activities of providing health care, education, cultural services and other social services, excluding social security
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8413 Regulation of and contribution to more efficient operation of businesses
8421 Foreign affairs
8422 Defence activities
8423 Justice and judicial activities
8424 Police
8425 Fire service activities
8430 Compulsory social security activities
9411 Activities of business and employers membership organisations
9412 Activities of professional membership organisations
9420 Activities of trade unions
9491 Activities of religious organisations
9492 Activities of political organisations
9499 Activities of other membership organisations
9900 Activities of extraterritorial organisations and bodies
-2200 Publishing, printing, media
1811 Printing of newspapers
1812 Other printing
1813 Pre-press and pre-media services
1814 Binding and related services
1820 Reproduction of recorded media
5811 Publishing of books
5812 Publishing of directories and mailing lists
5813 Publishing of newspapers
5814 Publishing of journals and periodicals
5911 Motion picture, video and television programme production activities
5912 Motion picture, video and television programme post-production activities
5913 Motion picture, video and television programme distribution activities
5914 Motion picture projection activities
5920 Sound recording and music publishing activities
6010 Radio broadcasting
6020 Television programming and broadcasting activities
6391 News agency activities
7021 Public relations and communication activities
7312 Media representation
8219 Photocopying, document preparation and other specialised office support activities
-1100 Real estate, renting, call centres
6810 Buying and selling of own real estate
6820 Renting and operating of own or leased real estate
6831 Real estate agencies
6832 Management of real estate on a fee or contract basis
7711 Renting and leasing of cars and light motor vehicles
7712 Renting and leasing of trucks
7720 Renting and leasing of personal and household goods
7731 Renting and leasing of agricultural machinery and equipment
7732 Renting and leasing of construction and civil engineering machinery and equipment
7733 Renting and leasing of office machinery and equipment (including computers)
7734 Renting and leasing of water transport equipment
7735 Renting and leasing of air transport equipment
7739 Renting and leasing of other machinery, equipment and tangible goods
8220 Call centre activities
-702 Retail trade
4710 Department stores and supermarkets
4720 Retail sale of food, beverages and tobacco in specialised stores
4740 Retail sale of information and communication equipment in specialised stores
4751 Retail sale of textiles in specialised stores
4752 Retail sale of hardware, paints and glass in specialised stores
4753 Retail sale of carpets, rugs, wall and floor coverings in specialised stores
4754 Retail sale of electrical household appliances in specialised stores
4759 Retail sale of furniture, lighting equipment and other household articles in specialised stores
4761 Retail sale of books in specialised stores
4762 Retail sale of newspapers and stationery in specialised stores
4763 Retail sale of music and video recordings in specialised stores
4764 Retail sale of sporting equipment in specialised stores
4765 Retail sale of games and toys in specialised stores
4771 Retail sale of clothing in specialised stores
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4772 Retail sale: shoes and leather goods
4773 Dispensing chemist in specialised stores
4774 Retail sale of medical and orthopaedic goods in specialised stores
4775 Retail sale of cosmetic and toilet articles in specialised stores
4776 Retail sale of flowers, plants, seeds, fertilisers, pet animals and pet food in specialised stores
4777 Retail sale of watches and jewellery in specialised stores
4779 Retail sale of second-hand goods in stores
4780 Retail sale via stalls and markets
4791 Retail sale via mail order houses or via Internet
7420 Photographic activities
9520 Repair of personal and household goods
-1700 Security, cleaning, homework
8010 Private security activities
8020 Security systems service activities
8030 Investigation activities
8110 Combined facilities support activities
8121 General cleaning of buildings
8122 Industrial cleaning
8129 Cleaning of vehicles, streets, other cleaning
8292 Packaging activities
9700 Domestic staff employed by private households
97001 Security staff employed by private households
97003 Gardening staff, stablemen employed by private households
97004 Other staff employed by private households
9811 Homework: assembly work
9820 Homework: service work
98112 Homework: other manufacturing work
-5000 Trade, fuelling and repair of motor vehicles
4511 Sale of cars and light motor vehicles
4519 Sale of other motor vehicles
4520 Maintenance and repair of motor vehicles
4531 Wholesale trade of motor vehicle parts and accessories
4532 Retail trade of motor vehicle parts and accessories
4540 Sale, maintenance and repair of motorcycles and related parts and accessories
4730 Petrol station
-900 Transport, logistics, communication
4910 Passenger rail transport, interurban
4920 Freight rail transport
4931 Urban and suburban passenger land transport
4932 Taxi operation
4941 Freight transport by road
4942 Removal services
4950 Transport via pipeline
5010 Sea and coastal passenger water transport
5020 Sea and coastal freight water transport
5030 Inland passenger water transport
5040 Inland freight water transport
5110 Passenger air transport
5121 Freight air transport
5122 Space transport
5210 Warehousing and storage
5221 Service activities incidental to land transportation
5222 Service activities incidental to water transportation
5223 Service activities incidental to air transportation
5224 Cargo handling
5310 Postal activities under universal service obligation
5320 Other postal and courier activities
6110 Wired telecommunications activities
6120 Wireless telecommunications activities
6130 Satellite telecommunications activities
-500 Waste treatment, sanitation, supply of electricity, gas and water
3511 Production of electricity
3512 Transmission of electricity
3513 Distribution and trade of electricity
3521 Extraction or manufacture of gas
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3522 Distribution and trade of gaseous fuels through mains
3530 Steam and air conditioning supply, district heating
3600 Water collection, treatment and supply
3700 Sewerage
3811 Collection of non-hazardous waste
3812 Collection of hazardous waste
3821 Treatment and disposal of non-hazardous waste
3822 Treatment and disposal of hazardous waste
3831 Dismantling of wrecks
3832 Recovery of sorted materials
3900 Remediation activities and other waste management services
-701 Wholesale
4610 Wholesale on a fee or contract basis
4620 Wholesale of agricultural raw materials and live animals
4630 Wholesale of food, beverages and tobacco
4640 Wholesale of household goods
4650 Wholesale of information and communication equipment
4660 Wholesale of other machinery, equipment and supplies
4670 Other specialised wholesale
4690 Non-specialised wholesale trade